#
# constants go here
#

#model constants
MIN_HIDDEN_LAYERS=2
MAX_HIDDEN_LAYERS=6

MIN_NODES=2
MAX_NODES=12

#for synchronous updates
SYNCH_STEPS=10

DIR_PATH='./datasets/' 

TEST_SPLIT_FRACTION=0.3
RANDOM_SAMPLE_LIMIT=5
SAMPLE_SIZE=100
EPOCHS=60

NUM_AGENTS=2
BATCH_SIZE = 32
TRAIN_BATCH_SIZE = 64
SMS = 4

#Agent constants
ALPHA=0.01
BETA=0.01
GAMMA=0.99
TAU=0.99
BUF_LEN=100000 
H1_DIMS = 40
H2_DIMS = 30
N_ACTIONS=1
MAX_EPISODES = 40
MIN_STEPS = 30
MAX_STEPS = 40
MAX_ACTION = [4,4,4]
ACTION_SPACE = [4]

#MAX_ACTION = 10